Biomedical Signal Processing and Control 56 (2020) 101695
Contents lists available at ScienceDirect
Biomedical Signal Processing and Control
journal homepage: www.elsevier.com/locate/bspc
Improving the management of medical imaging by using robust and
secure dual watermarking
M. Cedillo-Hernandez
a,∗
, A. Cedillo-Hernandez
b
, M. Nakano-Miyatake
a
, H. Perez-Meana
a
a
Instituto Politecnico Nacional SEPI ESIME Culhuacan, Avenida Santa Ana 951, San Francisco Culhuacan, Culhuacan CTM V, C.P. 04260, Coyoacan, Ciudad
de Mexico, Mexico
b
Universidad Politecnica Metropolitana de Hidalgo, Ex Hacienda San Javier, Boulevard Acceso a Tolcayuca 1009, 43860, Tolcayuca, Hidalgo, Mexico
a r t i c l e i n f o
Article history:
Received 28 June 2019
Received in revised form 9 September 2019
Accepted 5 October 2019
Keywords:
Digital watermarking
Image processing
Information security
DICOM imaging
Authentication
Detachment detection
a b s t r a c t
Nowadays, the management of medical imaging could be affected by several issues related to informa-
tion security. Among others, a critical issue is related to information authentication. A promissory way
to solve this issue is the use of digital watermarking to improve the management of medical imaging.
In this paper, we propose a robust and secure medical image watermarking method that involves invisi-
ble and zero watermarking techniques that provide a proper link between clinical information, medical
image, and patient identity. Concealing an encoded and encrypted watermark signal in the frequency
domain of the medical image, the invisible watermarking component avoids the detachment between
the medical images and their corresponding electronic patient record. Based on a modified spread spec-
trum technique, the response of the invisible watermarking detector and the watermark information, the
zero watermarking stage authenticates in a confidential form the identity of the patient. Experimental
results show the effectiveness of the proposed method in terms of transparency, security, reliability, and
robustness of the watermark against several image processing operations. A comparison with state of
the art proposals with similar purposes to the proposed method is also provided. The presented work
may find applications in the secure and effective management of medical imaging.
© 2019 Elsevier Ltd. All rights reserved.
1. Introduction
Due to its relevance in clinical diagnosis, treatment, research,
and other commercial and non-commercial applications of public
and private organizations; medical information is highly valuable
and delicate by nature. In recent years the fast and significant
advances in terms of information technologies (IT) have generated
a large number of changes to conceptual and application-level into
the paradigm of medical information management. The modern
and integrated healthcare systems such as Hospital Information
System (HIS) and Picture Archiving and Communication System
(PACS) among others; provides easy access, manipulation, and dis-
tribution of medical data [1–3]. There are several reasons for the
interchange of medical information, e.g. telemedicine applications
where we found teleconsultation, telediagnosis, and telesurgery
with aims of e-learning of the medical staff. On the other hand,
∗
Corresponding author.
E-mail addresses: mcedilloh@ipn.mx (M. Cedillo-Hernandez),
acedillo@upmh.edu.mx (A. Cedillo-Hernandez).
the Electronic Patient Record (EPR) has replaced the ineffective
paradigm of the medical record in hardcopy format. Usually, EPR
contains diagnosis reports, medical images, and biomedical signals,
among other information, however, also could contain medi-
cal record such as demographic data, results of medical testing,
treatments, medical prescriptions, among others, which are by defi-
nition highly confidential [3,4]. These advances in the technology of
medical information management have brought as a consequence
new risks by the inappropriate use of the medical information,
given the facility with which the digital data could be manipulated
and distributed.
In a medical image context, these have unique features and
requirements that moreover of the ethics and legal aspects, should
be preserved to define the allowed operations on the medical infor-
mation so that it does not cause a degradation level on the image
that can generate a wrong medical diagnosis [5]. Thus, it is imper-
ative to improve its security. In this way moreover of security
improvement, is needs the design of suitable medical image storage
and distribution systems, with controlled and restricted access to
medical imaging, preserving unaltered the requirements of authen-
tication, integrity, and confidentiality of medical data, with aims of
https://doi.org/10.1016/j.bspc.2019.101695
1746-8094/© 2019 Elsevier Ltd. All rights reserved.